Numerical evaluation metrics

Metric xgboost cnn naive lstm
mae 12.07 14.42 14.54 12.34
cor 0.84 0.77 0.76 0.82
ratio_of_sd 0.81 0.81 0.76 0.86
KGE 0.75 0.68 0.67 0.78
amplitude_mae_monthly 16.11 16.83 16.97 13.45
sign_correlation 0.75 0.72 0.70 0.75
extreme_correlation 0.53 0.44 0.52 0.58
qqplot_mae 4.80 5.40 7.48 3.78
acf_mae 0.02 0.04 0.05 0.02
extremogram_mae 0.02 0.03 0.02 0.02


Graphical evaluation metrics